faster-RCNN 2X-4X Acceleration

model	[email protected]:.05:.95
faster-RCNN	36.7
faster-RCNN 2X	36.7
faster-RCNN 4X	35.1

click the link above to download prototxts. VGGx4.v2.caffemodel is the initial model for final model vggx4_iter_70000.caffemodel.

ResNet-50 2X acceleration

we've released pruned ResNet-50 2X model:
resnet-50-cp.caffemodel, resnet-50-cp.prototxt .
Different from VGG-16 3C 4X, this model only used channel pruning algorithm.

model	Speed-up	Top-5	Top-1
ResNet-50	2X	90.8	72.3
ResNet-50	-	92.2	75.3

Feel free to test them and leave your comments.

channel pruning 5X released

we've released pruned VGG-16 5X model:
channel_pruning.caffemodel, channel_pruning.prototxt .
Different from VGG-16 3C 4X, this model only used channel pruning algorithm.

model	Speed-up	Top-5	Top-1
VGG-16	5x	88.1	67.8

Feel free to test them and leave your comments.

VGG-16 3C4x caffemodel released

we've released pruned VGG-16 3C 4X model: channel_pruning_VGG-16_3C4x.caffemodel, channel_pruning_VGG-16_3C4x.prototxt .

model	Speed-up	Top-5	Top-1
VGG-16	4x	89.8904	70.574

Feel free to test them and leave your comments.